Asst.Prof.Dr. Phantisa Limleamthong

ผศ.ดร.พรรณทิศา ลิ้มแหลมทอง

Education

  • PhD in Chemical Engineering, Imperial College London, 2019
  • MSc in Advanced Chemical Engineering with Process Systems Engineering (With Merit), Imperial College London, 2014
  • BEng in Chemical Engineering (With first class honors), Kasetsart University, 2010

Phantisa.l@ku.th

(66) 2-797-0999 ext. 1212

Department of Chemical Engineering, Building1, 3rd Floor, Room E1310-12

Research Interests

My research interest focuses on the development of mathematical tools in Data Science and Machine Learning and theirs application to assist in the decision-making in the multi-criteria design, analysis, and assessment of sustainable chemical products and processes.

  • Data Envelopment Analysis
  • Data Analytics and Machine Learning Tools
  • Linear Programming
  • Multi-objective Optimisation
  • Mixed-integer Programming
  • Bi-level Programming
  • Circular Economy Indicators
  • Resource Efficiency Indicators
  • Performance Benchmaking

Areas of Expertise

  • Data Envelopment Analysis (DEA)
  • Dimensionality Reduction in DEA
  • Multi-objective Optimisation
  • Multi-criteria Decision-making Tools
  • Sustainability Assessment
  • Performance Benchmaking
  • Alternatives Ranking

Selected Publications

Pozo, C., Limleamthong, P., Guo, Y., Green, T., Shah, N., Acha, S., Sawas, S., Wu, C., Siegert, M., Guillen-Gosálbez, G. (2019) Temporal Sustainability Efficiency Analysis of Urban Areas via Data Envelopment Analysis and the Hypervolume Indicator: Application to London Boroughs. Journal of Cleaner Production. 239, 117839.

Mio, A., Limleamthong, P., Guillen Gosalbez, G. & Fermeglia, M. (2018) Sustainability evaluation of alternative routes for fine chemicals production in an early stage of process design adopting process simulation along with data envelopment analysis. Industrial & Engineering Chemistry Research. 57 (23), 7946–7960.

Limleamthong, P. & Guillen Gosalbez, G. (2018) Mixed-Integer Programming Approach for Dimensionality Reduction in Data Envelopment Analysis: Application to the Sustainability Assessment of Technologies and Solvents. Industrial & Engineering Chemistry Research. 57 (30), 9866-9878. (Selected as a supplementary cover)

Limleamthong, P. & Guillén-Gosálbez, G. (2017) Rigorous analysis of Pareto fronts in sustainability studies based on bilevel optimization: Application to the redesign of the UK electricity mix. Journal of Cleaner Production. 164, 1602–1613.

Limleamthong, P., Gonzalez-Miquel, M., Papadokonstantakis, S., Papadopoulos, A. I. Seferlis, P., Guillén-Gosálbez, G. (2016) Multi-criteria screening of chemicals considering thermodynamic and life cycle assessment metrics via data envelopment analysis: application to CO2 capture. Green Chemistry. 18 (24), 6468–6481. (Selected as a front cover)

Cristóbal, J., Limleamthong, P., Manfredi, S., Guillén-Gosálbez, G. (2016) Methodology for combined use of data envelopment analysis and life cycle assessment applied to food waste management. Journal of Cleaner Production. 135, 158–168.